1 Aggregated and atomic scores per method

#> 
#> Attaching package: 'dplyr'
#> The following objects are masked from 'package:stats':
#> 
#>     filter, lag
#> The following objects are masked from 'package:base':
#> 
#>     intersect, setdiff, setequal, union
#> # A tibble: 1 × 2
#>   late_integration GlobalScore
#>   <chr>                  <dbl>
#> 1 limean                 0.566

2 Early integration_table

#> # A tibble: 2 × 2
#>   early_integration GlobalScore
#>   <chr>                   <dbl>
#> 1 OnlyMet                 0.578
#> 2 OnlyRna                 0.518

3 Visualisations of the different metrics

3.1 Aggregated scores

3.1.1 PP

3.1.2 FS

3.1.3 DE

3.1.4 LI

3.2 MAE

3.2.1 PP

#> Warning: Removed 1024 rows containing non-finite outside the scale range
#> (`stat_boxplot()`).
#> Warning: Removed 1024 rows containing non-finite outside the scale range
#> (`stat_boxplot()`).

3.2.2 FS

#> Warning: Removed 1024 rows containing non-finite outside the scale range
#> (`stat_boxplot()`).
#> Warning: Removed 1024 rows containing non-finite outside the scale range
#> (`stat_boxplot()`).

3.2.3 DE

#> Warning: Removed 1024 rows containing non-finite outside the scale range
#> (`stat_boxplot()`).
#> Warning: Removed 1024 rows containing non-finite outside the scale range
#> (`stat_boxplot()`).

3.2.4 LI

#> Warning: Removed 1024 rows containing non-finite outside the scale range
#> (`stat_boxplot()`).

3.3 RMSE

3.3.1 PP

#> Warning: Removed 1024 rows containing non-finite outside the scale range
#> (`stat_boxplot()`).
#> Warning: Removed 1024 rows containing non-finite outside the scale range
#> (`stat_boxplot()`).

3.3.2 FS

#> Warning: Removed 1024 rows containing non-finite outside the scale range
#> (`stat_boxplot()`).
#> Warning: Removed 1024 rows containing non-finite outside the scale range
#> (`stat_boxplot()`).

3.3.3 DE

#> Warning: Removed 1024 rows containing non-finite outside the scale range
#> (`stat_boxplot()`).
#> Warning: Removed 1024 rows containing non-finite outside the scale range
#> (`stat_boxplot()`).

3.3.4 LI

#> Warning: Removed 1024 rows containing non-finite outside the scale range
#> (`stat_boxplot()`).

3.4 Spearman correlation (row)

3.4.1 PP

3.4.2 FS

3.4.3 DE

3.4.4 LI

3.5 Aitchison distance

3.5.1 PP

#> Warning: Removed 1024 rows containing non-finite outside the scale range
#> (`stat_boxplot()`).
#> Warning: Removed 1024 rows containing non-finite outside the scale range
#> (`stat_boxplot()`).

3.5.2 FS

#> Warning: Removed 1024 rows containing non-finite outside the scale range
#> (`stat_boxplot()`).
#> Warning: Removed 1024 rows containing non-finite outside the scale range
#> (`stat_boxplot()`).

3.5.3 DE

#> Warning: Removed 1024 rows containing non-finite outside the scale range
#> (`stat_boxplot()`).
#> Warning: Removed 1024 rows containing non-finite outside the scale range
#> (`stat_boxplot()`).

3.5.4 LI

#> Warning: Removed 1024 rows containing non-finite outside the scale range
#> (`stat_boxplot()`).